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New version: MLJModels v0.17.0 #108288

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- (**mildly breaking**) The `FeatureSelector` appearing in the Model Registry (as inspected using `models()`) is now provided by the FeatureSelection.jl package (`pkg = FeatureSelection`) instead of the MLJModels.jl package. This reflects a code migration, not a change in behaviour of the model. The only foreseeable breakage is any code with a call like `@load FeatureSelection pkg=MLJModels`; which was always redundant anyway, because the model never required explicit loading in MLJ.

- (**new models**) Add the `RecursiveFeatureElimination` model wrapper to the model registry (this will be a built-in model in next MLJ release). 

- (**new feature**) Model wrappers, such `TunedModel`, `BalancedModel` and `IteratedModel`, can now be listed using `models(...; wrappers=true)`.

- (**internals**) The `name` of a model in the Model Registry now reflects the name a model constructor instead of a model type (which are the same for all current models that aren't composite models aka, model wrappers). Model wrappers (or other models with contractor names different from the type) must overload a new trait `MLJModelInterface.constructor` to define the constructor for each type. For example, we now have `constructor(::DeterministicTunedModel) = TunedModel`. For more on this, see #558.

UUID: d491faf4-2d78-11e9-2867-c94bc002c0b7
Repo: https://github.com/JuliaAI/MLJModels.jl.git
Tree: cdf87efb633cb37b07559129480882d9c89d6277

Registrator tree SHA: 17aec322677d9b81cdd6b9b9236b09a3f1374c6a
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github-actions bot commented Jun 5, 2024

Your new version pull request met all of the guidelines for auto-merging and is scheduled to be merged in the next round.


If you want to prevent this pull request from being auto-merged, simply leave a comment. If you want to post a comment without blocking auto-merging, you must include the text [noblock] in your comment. You can edit blocking comments, adding [noblock] to them in order to unblock auto-merging.

@JuliaTagBot JuliaTagBot merged commit d803ea3 into master Jun 5, 2024
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@JuliaTagBot JuliaTagBot deleted the registrator-mljmodels-d491faf4-v0.17.0-1ddcd8f2a9 branch June 5, 2024 07:35
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